{"id":"W4312752552","doi":"10.31399/asm.cp.itsc2018p0705","title":"Ultrafine Powder Feeding in Cold Spray and FAPS Applications","year":2018,"lang":"en","type":"article","venue":"Thermal spray","topic":"High-Temperature Coating Behaviors","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Spray drying; Gas dynamic cold spray; Aerospace; Thermal spraying; Materials science; Work (physics); Manufacturing engineering; Engineering; Nanotechnology; Mechanical engineering; Aerospace engineering; Chemical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000138419,0.0001385794,0.0001317937,0.00007837958,0.0000682881,0.0000406336,0.0001171495,0.00009693613,0.0001286265],"category_scores_gemma":[0.00001133425,0.0001349604,0.00001769352,0.0002368001,0.00007076503,0.0001020764,0.00002213423,0.0002015481,0.0001220454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004212595,"about_ca_system_score_gemma":0.000008257939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001913759,"about_ca_topic_score_gemma":0.00008448661,"domain_scores_codex":[0.9993148,0.00001535144,0.0001635243,0.00016514,0.00009684255,0.0002443148],"domain_scores_gemma":[0.9996618,0.00003824208,0.00001867192,0.0001834937,0.00002710264,0.00007066349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000002469441,0.00001376528,0.005609185,0.00001165165,0.000005414432,0.000002396989,0.0005062146,0.0001369332,0.9927892,0.0004842499,0.0001747406,0.0002637521],"study_design_scores_gemma":[0.0005874862,0.00005858855,0.07798135,0.00006674728,0.0000231124,0.0000112808,0.00008963177,0.00006881531,0.8895096,0.00001281755,0.0311608,0.0004297712],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996093,0.00009574588,0.0001278634,0.0000741994,0.0001325738,0.0002395782,0.000006727455,0.0002589262,0.002971358],"genre_scores_gemma":[0.9988089,0.000007298391,0.0005018652,0.00004266543,0.0003118199,0.00006315688,0.000004251097,0.00004161699,0.0002183812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1032796,"threshold_uncertainty_score":0.5503525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007235479414315719,"score_gpt":0.2214714714272282,"score_spread":0.2142359920129125,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}